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I will deep learning for feature extraction in satellite imagery

Y
yogeshregmi
Y
yogeshregmi
Yogesh
deep learning for feature extraction in satellite imagery
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deep learning for feature extraction in satellite imagery
Full Screen
Full Screen
deep learning for feature extraction in satellite imagerydeep learning for feature extraction in satellite imagerydeep learning for feature extraction in satellite imagery

About this gig

Hello Everyone,

I am Yogesh, a Deep Learning & GeoAI Specialist with expertise in applying AI models to satellite and aerial imagery. My solutions have been used to detect buildings, roads, vegetation, and disaster impacts with high accuracy.

Example Services:

  • Semantic Segmentation with UNet & CNNs
  • Object Detection with YOLO (Buildings, Roads, Crops)
  • Burn Area & Flood Detection using AI
  • Crop Type & Irrigation Mapping with ML
  • Transfer Learning for Remote Sensing Data
  • Automated Training Pipelines & Data Augmentation
  • Accuracy Validation & Confusion Matrix Reports

Get in touch today to leverage AI for your geospatial projects.

Tool

Python (TensorFlow, PyTorch, Keras), Google Earth Engine

  • Model expertise

    • Custom model development
    • Fine-tuning models
    • Generative AI
    • Predicitive analyatics

  • Industry

    • Art & design
    • Data analytics
    • Financial services
    • Gaming
    • Marketing & advertising
    • Real estate
    • Transportation & automotive
    • Travel & tourism

  • Programming language

    • Python
    • Keras
    • Tensorflow
    • Other

  • Language

    • English
    • Hindi
    • Nepali

  • Technical expertise

    • Machine learning (Supervised, Unsupervised, Reinforcement)
    • Deep learning (Neural networks, GANs)
    • Natural language processing (NLP)
    • Computer Vision (Object detection, Image recognition)
    • Reinforcement learning (Decision-making systems)
    • Algorithm development and optimization
    • Feature engineering and data processing

Get to know Yogesh

Yogesh
4.8(10)
  • FromNepal
  • Member sinceMay 2018
  • Avg. response time1 hour
  • Last delivery5 months

  • Languages

    English, Nepali, Hindi
ABOUT ME: I am Yogesh, a Geomatics Engineer with more than 3 years of experience in the GIS field. My daily work includes developing and researching in 2D&3D GIS Analyst and Automated Workflow in various projects for many clients. I work with several GIS Tools, frameworks, and APIs such as ArcGIS platform, QGIS, Spatial Database (postgis inside postgres). And I also have working experience in handeling spatial data with python and machine learning.

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